Authorities said the chase initiated after officers tried to perform a traffic stop. Officers said the driver took off and even drove in the wrong direction at one point in the chase.
The suspects proceeded to go around a barricade and into the creek before the arrest.
According to police, the driver had a warrant out for his arrest.